interviewstreet/hiring-agent

项目解读

AI agent to evaluate and score resumes. README 重点章节包括：Hiring Agent、Contents、Overview、Architecture、Installation and Setup。

README / GitHub 亮点

• GitHub 描述：AI agent to evaluate and score resumes.
• 1. pymupdfrag.py converts PDF pages to Markdown-like text.
• 2. pdf.py calls the LLM per section using Jinja templates under prompts/templates.
• 3. github.py fetches profile and repos, classifies projects, and asks the LLM to select the top 7.

适用场景

适合评估 AI 应用、智能体工作流、模型工具链、RAG/提示词工程或 AI 辅助开发场景。

采用前核查

采用前仍需核查许可证、维护节奏、issue 质量、release 记录和生产适配成本。

README 摘要

Resume-to-Score pipeline that extracts structured data from PDFs, enriches with GitHub signals, and outputs a fair, explainable evaluation. Installation and Setup Quick setup with pip Directory layout Provider details Hiring Agent parses a resume PDF to Markdown, extracts sectioned JSON using a local or hosted LLM, augments the data with GitHub profile and repository signals, then produces an objective evaluation with category scores, evidence, bonus points, and deductions. You can run fully local with Oll…